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convergence","mapped proximity","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Arthur-2480","name":"Mary Arthur","html_url":"/people/arthur-2480.html"}},{"id":"Glasgow-2908","name":"Samuel Glasgow","catalogue_id":"glasgow-2908","html_url":"/people/glasgow-2908.html","birth_year":1791,"death_year":1875,"gender":"Male","age_gap":20,"age_gap_label":"20 years","role":"possible father","locations":["County Londonderry, Ireland","Lisnagaver, Rasharkin, County Antrim, Ireland, United Kingdom","Inishrush","Lisnagaver townland"],"score":51,"classification":"moderate lead","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1837), a compatible grandparent-generation interval (+4)","mapped Lisnagaver townland is 16.5 km from the subject's birth-period Dunaghy civil parish — County Antrim (+1; one or both placements are unproved)","shared recorded occupation: weaver (+3; weak household-continuity clue)","the same sex-aware parent-name position recurs independently in sibling households: John Glasgow → Samuel Glasgow (+3)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Adam +12 (15 public profiles; niece/nephew Adam Glasgow); Ellen +8 (16 public profiles; sibling Ellen Glasgow) (+20 total)","4 independent unlinked-profile clue types converge (+8): collateral network, household chronology, locality, naming"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","collateral naming","indirect multi-factor convergence","mapped proximity","occupation","sibling-household replication","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-1657","name":"John Glasgow","catalogue_id":"glasgow-1657","html_url":"/people/glasgow-1657.html","birth_year":1766,"death_year":1836,"gender":"Male","age_gap":45,"age_gap_label":"45 years","role":"possible father","locations":["County Antrim, Ireland","Cross, Ballymoney, County Antrim, Ireland, United Kingdom","Cross townland, Ballymoney parish"],"score":41,"classification":"moderate lead","reasons":["plausible 45-year parent-child age gap (+18)","candidate's birth is 71 years before the subject's earliest dated child (1837), a compatible grandparent-generation interval (+4)","mapped Cross townland, Ballymoney parish is 20.7 km from the subject's birth-period Dunaghy civil parish — County Antrim (+1; one or both placements are unproved)","subject's birth fits between children attributed to the same parental couple (1799–1815) (+6; other parent Jane (McClure) Glasgow)","known spouse Jane (McClure) Glasgow had a bounded, possibly plausible maternal age (38) at the subject's birth (+3)","a candidate spouse matches the second dated daughter Jane Glasgow, the expected mother position (+3; Jane in 71 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Adam +12 (15 public profiles; subject branch: Adam Glasgow; candidate branch: Adam Dickie Glasgow); Jane +7 (71 public profiles; subject branch: Jane Glasgow; candidate branch: Jane (Glasgow) Adams, Jane Glasgow Armstrong; +4 repetition bonus) (+23 total including +4 multi-name bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","candidate's household recorded Robert Glasgow in Clough, County Antrim, Ireland, United Kingdom within 3 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named William Glasgow (Glasgow-1778) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":10,"factors":["age","contemporaneous household conflict","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":10,"suggested_co_parent":{"id":"McClure-6341","name":"Jane (McClure) Glasgow","html_url":"/people/mcclure-6341.html"}},{"id":"Glasgow-867","name":"John Glasgow","catalogue_id":"glasgow-867","html_url":"/people/glasgow-867.html","birth_year":1801,"death_year":null,"gender":"Male","age_gap":10,"age_gap_label":"nominally 10 years; approximate dates permit about 16–30 years","role":"possible father","locations":["Rasharkin, Kilconway, Antrim","Rasharkin"],"score":31,"classification":"weak lead","reasons":["the nominal 10-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (16–30 years) (+4)","candidate's birth is 36 years before the subject's earliest dated child (1837), a marginal two-generation interval (+1)","mapped Rasharkin is 14.8 km from the subject's birth-period Dunaghy civil parish — County Antrim (+2; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 5 years of the subject (+1)","candidate has another child, Alexander Glasgow, born 5 years from the subject in the same specific birth locality (+4; possible sibling-household clue)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Adam +12 (15 public profiles; niece/nephew Adam Glasgow); Ellen +8 (16 public profiles; sibling Ellen Glasgow) (+20 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","parentage requires the approximate birth estimate to be early enough (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","collateral naming","household chronology","indirect multi-factor convergence","local sibling birth","mapped proximity","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-2952","name":"John Glasgow","catalogue_id":"glasgow-2952","html_url":"/people/glasgow-2952.html","birth_year":1780,"death_year":1817,"gender":"Male","age_gap":31,"age_gap_label":"31 years","role":"possible father","locations":["Calliaqua, Saint George, Saint Vincent and the Grenadines"],"score":31,"classification":"weak lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1837), a compatible grandparent-generation interval (+4)","subject's birth fits within the candidate's overall child-bearing span (1810–1816) (+3; children are not tied to one spouse)","uncommon given names recur in both otherwise distinct descendant branches: Adam +12 (15 public profiles; subject branch: Adam Glasgow; candidate branch: Adam Glasgow) (+12 total)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","household chronology","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Unknown-540856","name":"Catherine (Unknown) Glasgow","catalogue_id":"unknown-540856","html_url":"/people/unknown-540856.html","birth_year":1783,"death_year":null,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["County Tyrone — exact locality unproved"],"score":78,"classification":"strong multi-factor lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 28-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1837), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1801–1822) (+6; other parent Robert Glasco)","candidate has another child, Robert Glasgow Sr, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","candidate is already linked as parent of 5 exact subject sibling profiles (+32): Robert Glasgow Sr, Samuel Glasgow, Margaret Glasgow, John Glasgow, Unknown (Glasgow) Young","the candidate and the subject's linked father Robert Glasco are jointly recorded as parents of 5 exact sibling profiles (+14; strong couple-structure clue)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","exact sibling profiles","local sibling birth","parental couple structure","sibling parental couple","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-1367","name":"Robert Glasco","html_url":"/people/glasgow-1367.html"}},{"id":"Arthur-2480","name":"Mary Arthur","catalogue_id":"arthur-2480","html_url":"/people/arthur-2480.html","birth_year":1774,"death_year":1859,"gender":"Female","age_gap":37,"age_gap_label":"37 years","role":"possible mother","locations":["Ireland","Londonderry, Guernsey, Ohio, United States","Inishrush","Ireland — exact locality unproved"],"score":57,"classification":"moderate lead","reasons":["plausible 37-year parent-child age gap (+18)","candidate's birth is 63 years before the subject's earliest dated child (1837), a compatible grandparent-generation interval (+4)","mapped Inishrush is 22.1 km from the subject's birth-period Dunaghy civil parish — County Antrim (+1; one or both placements are unproved)","subject's birth fits between children attributed to the same parental couple (1799–1815) (+6; other parent John Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Adam +14 (15 public profiles; subject branch: Adam Glasgow; candidate branch: Adam Glasgow, Adam Glasgow; +2 repetition bonus); Jane +5 (71 public profiles; subject branch: Jane Glasgow; candidate branch: Jane Florence Glasgow, Jane Glasgow; +2 repetition bonus) (+23 total including +4 multi-name bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-822","name":"John Glasgow","html_url":"/people/glasgow-822.html"}},{"id":"McClure-6341","name":"Jane (McClure) Glasgow","catalogue_id":"mcclure-6341","html_url":"/people/mcclure-6341.html","birth_year":1773,"death_year":1858,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Antrim, County Antrim, Ireland","Racavan, County Antrim, Ireland","County Antrim — exact locality unproved"],"score":41,"classification":"moderate lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1837), a compatible grandparent-generation interval (+4)","weak broad-area overlap: antrim (+1; not a locality match)","subject's birth fits between children attributed to the same parental couple (1799–1815) (+6; other parent John Glasgow)","candidate's name matches the second dated daughter Jane Glasgow, the expected mother position for a male subject (+5; catalogue rarity 1, Jane in 71 profiles)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","uncommon given names recur in both otherwise distinct descendant branches: Adam +12 (15 public profiles; subject branch: Adam Glasgow; candidate branch: Adam Dickie Glasgow); Jane +7 (71 public profiles; subject branch: Jane Glasgow; candidate branch: Jane (Glasgow) Adams, Jane Glasgow Armstrong; +4 repetition bonus) (+23 total including +4 multi-name bonus)"],"conflicts":["candidate's household recorded Robert Glasgow in Clough, County Antrim, Ireland, United Kingdom within 3 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named William Glasgow (Glasgow-1778) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","broad geography","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","spouse-specific child window","tradition validation","two-generation chronology"],"indirect_factor_count":9,"suggested_co_parent":{"id":"Glasgow-1657","name":"John Glasgow","html_url":"/people/glasgow-1657.html"}},{"id":"Glasgow-2874","name":"Anne Glasgow","catalogue_id":"glasgow-2874","html_url":"/people/glasgow-2874.html","birth_year":1788,"death_year":1867,"gender":"Female","age_gap":23,"age_gap_label":"23 years","role":"possible mother","locations":["France"],"score":40,"classification":"moderate lead","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 49 years before the subject's earliest dated child (1837), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1804–1827) (+6)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Adam +12 (15 public profiles; niece/nephew Adam Glasgow) (+12 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","collateral naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3906","name":"Eliza Glasgow","catalogue_id":"glasgow-3906","html_url":"/people/glasgow-3906.html","birth_year":1790,"death_year":1816,"gender":"Female","age_gap":21,"age_gap_label":"21 years","role":"possible mother","locations":["Inishrush, Tamlaght O’Crilly, County Londonderry","St Nossonus — Tamlaght O'Crilly Lower graveyard"],"score":39,"classification":"weak lead","reasons":["plausible 21-year parent-child age gap (+18)","candidate's birth is 47 years before the subject's earliest dated child (1837), a compatible grandparent-generation interval (+4)","mapped St Nossonus — Tamlaght O'Crilly Lower graveyard is 21.4 km from the subject's birth-period Dunaghy civil parish — County Antrim (+1; one or both placements are unproved)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Adam +12 (15 public profiles; sibling Adam Glasgow) (+12 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["descendant-name recurrence has no independent household, record, migration or specific-locality anchor (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","collateral naming","indirect multi-factor convergence","mapped proximity","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null}],"method":"Automated leads use birth surnames—not married surnames—as parental eligibility, role-specific biological age limits, bounded and approximate-date uncertainty, household chronology, specific time-aware localities, mapped distance, tenancy succession, migration destinations and sex-aware Scottish naming positions across generations. People already attached as the subject's parents stay in the identity summary and are excluded from this alternative-candidate list, regardless of relationship confidence. The main calibration uses clues available on disconnected profiles; existing parent and sibling links are retained as comparison context rather than treated as transferable evidence. Common ordered names and grandparent-to-child echoes receive a small non-zero weight, so a John or James match can support several independent criteria without producing a lead alone. Rare names, repeated bearers and bundles across otherwise distinct branches receive substantially more weight according to catalogue frequency. An exact migration place is weighted by its rarity and repetition across both branches; a shared destination country is worth only one point. Extra weight is added only when at least three independent clue types converge: naming, locality, specific migration, household chronology or collateral networks. Sparse profiles retain a clearly labelled chronology-only fallback instead of disappearing. Countries, states, counties and research clusters do not count as a shared locality, and fallback, broad representative or kin-inferred coordinates are excluded from distance scoring. Shared descendant profiles are removed before branch-name comparison. A candidate already recorded as a parent-in-law is excluded. A confident or independently supported parent is treated as settled; uncertain and unassessed attachments remain open to alternative comparison. A different linked parent, an uncle/aunt or grandparent path, and a matching existing child profile prevent an alternative from being classified as a strong direct-parent lead until the underlying tree conflict or duplicate is resolved. Familiar forms such as Bessie are normalised. Surname remains an eligibility filter worth zero points.","warning":"Naming customs, shared farms and occupations are circumstantial. Children, spouses and collateral relatives may be missing, and tree-derived family networks are not independent evidence. Scores rank research leads; they do not prove parentage."}}
